Adaptive and Natural Computing Algorithms

11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013. Proceedings

ISBN: 978-3-642-37212-4 (Print) 978-3-642-37213-1 (Online)

Table of contents (51 chapters)

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  1. Front Matter

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    Pages 1-9

    On Appropriate Refractoriness and Weight Increment in Incremental Learning

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    Pages 10-19

    Vector Generation and Operations in Neural Networks Computations

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    Pages 20-29

    Synaptic Scaling Balances Learning in a Spiking Model of Neocortex

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    Pages 30-39

    Can Two Hidden Layers Make a Difference?

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    Pages 40-49

    Time Series Visualization Using Asymmetric Self-Organizing Map

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    Pages 50-59

    Intelligence Approaches Based Direct Torque Control of Induction Motor

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    Pages 60-69

    Classifier Ensembles Integration with Self-configuring Genetic Programming Algorithm

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    Pages 70-79

    A Multi-objective Proposal Based on Firefly Behaviour for Green Scheduling in Grid Systems

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    Pages 80-89

    A Framework for Derivative Free Algorithm Hybridization

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    Pages 90-99

    PSO-Tagger: A New Biologically Inspired Approach to the Part-of-Speech Tagging Problem

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    Pages 100-109

    Training Support Vector Machines with an Heterogeneous Particle Swarm Optimizer

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    Pages 110-119

    Fitness Landscape-Based Characterisation of Nature-Inspired Algorithms

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    Pages 120-129

    Evolutionary Generation of Small Oscillating Genetic Networks

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    Pages 130-139

    Using Scout Particles to Improve a Predator-Prey Optimizer

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    Pages 140-150

    QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm

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    Pages 151-160

    Convergence Rates of Evolutionary Algorithms for Quadratic Convex Functions with Rank-Deficient Hessian

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    Pages 161-168

    The Scale-Up Performance of Genetic Algorithms Applied to Group Decision Making Problems

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    Pages 169-178

    Using Genetic Programming to Estimate Performance of Computational Intelligence Models

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    Pages 179-188

    Multi-caste Ant Colony Algorithm for the Dynamic Traveling Salesperson Problem

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    Pages 189-197

    Generalized Information-Theoretic Measures for Feature Selection

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